Named entity recognition architecture combining contextual and global features

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Benchmark	Model	Rank	Results
named-entity-recognition-ner-on-conll-2003	XLNet-GCN	#9	F1: 93.82
named-entity-recognition-ner-on-conll-2003	XLNet	#24	F1: 93.28
named-entity-recognition-ner-on-conll-2003	GCN	#65	F1: 88.63